Introduction to Bayesian Statistics by Karl-Rudolf Koch

Introduction to Bayesian Statistics

Karl-Rudolf Koch
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  • ISBN
    9783642091834 / 3642091830
  • Title Introduction to Bayesian Statistics
  • Author Karl-Rudolf Koch
  • Category Probability & Statistics
  • Format
  • Year 2010
  • Pages 249
  • Publisher
    Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Edition
  • Language English
  • Dimensions 156mm x 234mm x 14mm


This book presents Bayes' theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.

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Introduction to Bayesian Statistics